ruptures VS orbit

Compare ruptures vs orbit and see what are their differences.

ruptures

ruptures: change point detection in Python (by deepcharles)
signal-processing changepoint Python Scientific Computing Science change-point-detection
Source Code
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orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)
Python Forecasting Bayesian exponential-smoothing pyro Stan pystan probabilistic-programming probabilistic Forecast Orbit time-series Regression arima changepoint bayesian-methods bayesian-statistics Machine Learning regression-models Pytorch
Source Code
orbit-ml.readthedocs.io
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ruptures orbit
1 1
1,480 1,804
- 1.2%
5.7 7.8
4 days ago 30 days ago
Python Python
BSD 2-clause "Simplified" License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ruptures

Posts with mentions or reviews of ruptures. We have used some of these posts to build our list of alternatives and similar projects.

orbit

Posts with mentions or reviews of orbit. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing ruptures and orbit you can also consider the following projects:

ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

neural_prophet - NeuralProphet: A simple forecasting package

madmom - Python audio and music signal processing library

pmdarima - A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

expression_evaluator - A basic expression evaluator and depth analyzer

darts - A python library for user-friendly forecasting and anomaly detection on time series.

pywt - PyWavelets - Wavelet Transforms in Python

pyro - Deep universal probabilistic programming with Python and PyTorch

SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.

fracdiff - Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi

statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.

ruptures vs ssqueezepy orbit vs neural_prophet ruptures vs madmom orbit vs pmdarima ruptures vs expression_evaluator orbit vs darts ruptures vs pywt orbit vs pyro ruptures vs SincNet orbit vs fracdiff ruptures vs audio-reactive-led-strip orbit vs statsforecast